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apply_omop_views.sh
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executable file
·173 lines (145 loc) · 5.04 KB
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#!/bin/bash
#
# Apply OMOP Views to UMLS DuckDB
# Creates OMOP CDM-compatible view names in umls_omop schema
#
# Usage: ./apply_omop_views.sh
#
set -e
# Configuration
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
OUTPUT_DB="${SCRIPT_DIR}/umls.duckdb"
VIEWS_SQL="${SCRIPT_DIR}/create_omop_views.sql"
LOG_FILE="${SCRIPT_DIR}/omop_views.log"
DUCKDB_CMD="/opt/homebrew/bin/duckdb"
# Colors for output
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
BLUE='\033[0;34m'
NC='\033[0m' # No Color
# Logging function
log() {
echo "$(date '+%Y-%m-%d %H:%M:%S') - $1" | tee -a "$LOG_FILE"
}
# Colored output functions
log_info() {
echo -e "${BLUE}ℹ️ $1${NC}" | tee -a "$LOG_FILE"
}
log_success() {
echo -e "${GREEN}✅ $1${NC}" | tee -a "$LOG_FILE"
}
log_warning() {
echo -e "${YELLOW}⚠️ $1${NC}" | tee -a "$LOG_FILE"
}
log_error() {
echo -e "${RED}❌ $1${NC}" | tee -a "$LOG_FILE"
}
# Check prerequisites
check_prerequisites() {
log_info "Checking prerequisites..."
if [ ! -f "$DUCKDB_CMD" ]; then
log_error "DuckDB CLI not found at $DUCKDB_CMD"
log_info "Please install DuckDB: brew install duckdb"
exit 1
fi
if [ ! -f "$OUTPUT_DB" ]; then
log_error "UMLS database not found: $OUTPUT_DB"
log_info "Please run ./convert_umls_to_duckdb.sh first"
exit 1
fi
if [ ! -f "$VIEWS_SQL" ]; then
log_error "OMOP views SQL file not found: $VIEWS_SQL"
exit 1
fi
log_success "Prerequisites check passed"
}
# Apply OMOP views
apply_views() {
log_info "Creating OMOP CDM-compatible views..."
# Initialize log
echo "Creating OMOP views at $(date)" > "$LOG_FILE"
# Apply the views SQL
"$DUCKDB_CMD" "$OUTPUT_DB" < "$VIEWS_SQL" >> "$LOG_FILE" 2>&1
if [ $? -eq 0 ]; then
log_success "OMOP views created successfully"
else
log_error "Failed to create views. Check $LOG_FILE for details"
exit 1
fi
}
# Show view summary
show_summary() {
log_info "Generating OMOP views summary..."
echo ""
echo "===================== UMLS OMOP VIEWS ====================="
# Get list of views in omop schema
"$DUCKDB_CMD" "$OUTPUT_DB" << 'EOF'
SELECT
view_name,
CASE
WHEN view_name LIKE 'concept%' THEN 'Vocabulary'
WHEN view_name LIKE 'relationship%' OR view_name LIKE 'concept_relationship%' THEN 'Relationships'
WHEN view_name LIKE 'concept_synonym%' THEN 'Synonyms'
WHEN view_name LIKE 'concept_ancestor%' THEN 'Hierarchies'
WHEN view_name LIKE 'vocabulary%' OR view_name LIKE 'domain%' OR view_name LIKE 'concept_class%' THEN 'Metadata'
WHEN view_name LIKE 'source_to_concept_map%' THEN 'Source Mappings'
ELSE 'Other'
END as category
FROM duckdb_views()
WHERE schema_name = 'umls_omop'
ORDER BY category, view_name;
EOF
echo ""
echo "============================================================"
echo ""
# Show sample queries
echo "💡 Example OMOP CDM Queries:"
echo ""
echo "-- Find concepts in a specific vocabulary"
echo "SELECT * FROM umls_omop.concept"
echo "WHERE vocabulary_id = 'SNOMED' AND concept_name ILIKE '%diabetes%' LIMIT 10;"
echo ""
echo "-- Get concept relationships"
echo "SELECT c1.concept_name as from_concept, r.relationship_id, c2.concept_name as to_concept"
echo "FROM umls_omop.concept_relationship cr"
echo "JOIN umls_omop.concept c1 ON cr.concept_id_1 = c1.concept_id"
echo "JOIN umls_omop.concept c2 ON cr.concept_id_2 = c2.concept_id"
echo "JOIN umls_omop.relationship r ON cr.relationship_id = r.relationship_id"
echo "WHERE c1.concept_id = 'OMOP_CONCEPT_ID' LIMIT 10;"
echo ""
echo "-- Browse vocabularies"
echo "SELECT vocabulary_id, vocabulary_name, vocabulary_concept_id"
echo "FROM umls_omop.vocabulary ORDER BY vocabulary_name;"
echo ""
echo "-- Get concept hierarchy"
echo "SELECT ancestor.concept_name as ancestor, descendant.concept_name as descendant, ca.min_levels_of_separation"
echo "FROM umls_omop.concept_ancestor ca"
echo "JOIN umls_omop.concept ancestor ON ca.ancestor_concept_id = ancestor.concept_id"
echo "JOIN umls_omop.concept descendant ON ca.descendant_concept_id = descendant.concept_id"
echo "WHERE ancestor.concept_id = 'OMOP_CONCEPT_ID' LIMIT 10;"
echo ""
}
# Main function
main() {
echo "🏥 UMLS OMOP Views Creator"
echo "========================="
log_info "Starting OMOP views creation..."
log_info "Database: $OUTPUT_DB"
log_info "Views SQL: $VIEWS_SQL"
log_info "Log file: $LOG_FILE"
# Run steps
check_prerequisites
apply_views
show_summary
log_success "🎉 OMOP views created successfully!"
log_info "💾 Views added to: $OUTPUT_DB"
log_info "📋 Log saved to: $LOG_FILE"
echo ""
echo "You can now query UMLS data using OMOP CDM format:"
echo " $DUCKDB_CMD $OUTPUT_DB"
echo " SELECT * FROM umls_omop.concept LIMIT 5;"
echo ""
}
# Run main function
main "$@"